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Gross Product by Industry, 1977–90

By Robert P. Parker

This article presents revised current- and constant-dollar estimates of gross product originating (GPO) by industry for 1977–89 and new estimates for 1990. These estimates update and extend the GPO estimates for 1977–89 that were published in the January and April 1991 issues of the SURVEY OF CURRENT BUSINESS./1/

The revised and extended estimates (shown in tables 9–12 at the end of the article) incorporate the most recent comprehensive and annual revisions of the national income and product accounts (NIPA's), newly available information on the composition of inputs from the most recent input-output (I-O) tables, an updated and expanded employment matrix that converts NIPA corporate profits and capital consumption allowances from a company-industry basis to an establishment-industry basis, and newly available source data for gross output. In addition, one of BEA's alternative measures of real output—the benchmark-years-weighted index—is used to measure real manufacturing GPO and total real gross domestic product (GDP) for 1977–87.

The next step in BEA's work to improve the GPO estimates will be the release this fall of the following: Revised estimates for 1988–90 and new estimates for 1991 that, for 1988 and 1989, will primarily reflect the incorporation of recently revised data from several annual Census Bureau surveys and, for 1990 and 1991, will incorporate the results of the forthcoming annual NIPA revision and other newly available source data for gross output and prices of intermediate inputs; benchmark-years-weighted measures of manufacturing GPO for the years 1978–86; and revised current-dollar GPO for all industries for 1947–76 that will incorporate the most recent comprehensive NIPA revision.

The first section of this article discusses changes in the industrial distribution of GDP for 1977–90. The second section reviews the revisions in the GPO estimates, and the third section discusses the major sources of these revisions. The final section describes the methodology used to prepare the GPO estimates.

Changes in the Industrial Distribution of GDP

Constant-dollar GPO estimates can be used to gauge the performance over time of the various industries in terms of their relative growth rates. Comparisons of an industry's growth rate with the growth in real GDP also indicate whether the industry's share of the total economy is becoming larger or smaller, thus providing the same answer as comparisons of changes in constant-dollar shares. Current-dollar shares can be used to measure the relative size of the various industries at a given point in time.

In this article, the benchmark-years-weighted measure is used for calculating changes in real GDP and in real GPO of manufacturing industries for 1977–87. Changes in nonmanufacturing industries for 1977–87 and in GDP and GPO for all industries for 1987–90 are calculated using fixed-1987-weighted measures. For GDP and for manufacturing GPO, changes for 1977–90 are calculated using the combination of the two measures. As stated in the April 1992 SURVEY, the use of fixed price weights does not adequately portray the course of real output over long periods of time, because of changes in the relative price structure of the economy. For 1977–87, there were substantial changes that were traceable largely to the declining prices of computers and peripheral equipment, which mainly affects manufacturing GPO. (For more information, see the box on page 36.)

GPO growth rates

Constant-dollar GDP increased at an average annual rate of 2.7 percent for 1977–90 (chart 1 and table 1). All of the major industry groups recorded increases; the increases ranged from 5.1 percent for wholesale trade to 0.4 percent for mining. Manufacturing increased 2.3 percent, about one-half percentage point less than the increase in GDP.

Growth rates for 1977–90 for the more detailed industry groups are shown in table 11. For all but seven of the detailed industries, the data for 1977 and 1990 are comparable. For the industries for which the data are comparable, nine industries recorded average annual increases of 5 percent or more. The two fastest growing industries were metal mining, which increased 10.2 percent, and security and commodity brokers, which increased 9.1 percent. The other fast-growing industries comprised the following: Wholesale trade (which is considered both a major industry group and a detailed industry); three industries in transportation and public utilities; one industry in finance, insurance, and real estate (FIRE); one industry in services; and one industry in manufacturing./2/

Nine industries recorded decreases. The four largest were in manufacturing: Tobacco manufactures was down 3.9 percent; primary metals industries, down 2.7 percent; motor vehicles and equipment, down 2.6 percent; and leather and leather products, down 2.4 percent. Of the remaining five decreases, three were in transportation and public utilities, and one each was in mining and in services.

For seven industries, changes in the Standard Industrial Classification (SIC) created significantly different industry definitions for 1977 and 1990. Grouping them to eliminate this noncomparability yields two more industries (a combination of electric and other electronic equipment and of instruments and related products and a combination of business services, miscellaneous professional services, and "other services") with average annual increases of more than 5 percent. (See the box on page 43 for more information about changes in the SIC.)

For 1977–82, a period that starts in the middle of an expansion and ends at the trough of a recession, real GDP increased at an average annual rate of 1.7 percent. Except for mining and construction, all of the major industry groups increased.

For 1982–90, a period that starts from a recession trough and ends at the peak of an expansion, real GDP increased at a 3.4-percent rate. All of the major industry groups increased. Particularly strong recoveries were recorded in manufacturing, which increased 3.6 percent in 1982–90 after a 0.2-percent increase in 1977–82, and in retail trade, which increased 4.5 percent after a 1.2-percent increase.

GPO shares

Table 2 shows current- and constant-dollar shares—the percentage of GDP accounted for by a particular industry or industry group—for 1977, 1982, 1987, and 1990. The constant-dollar shares for 1977 and 1982 were calculated using the "approximation B" method of estimating constant-dollar GDP and constant-dollar manufacturing GPO (see the box on page 36). The constant-dollar shares for 1987 were calculated from the current-dollar estimates shown on the 1987 SIC basis in table 9, and the shares for 1990 were calculated from the 1987-dollar estimates shown in table 12.

Current-dollar shares measure the relative size of an industry at a point in time. In 1990, the largest share of GDP was accounted for by services (18.9 percent), followed closely by manufacturing (18.4 percent) and FIRE (17.7 percent). In FIRE, about one-half of the share was accounted for by the nonfarm housing services industry; the GPO of this industry arises from the NIPA treatment of homeownership, in which owner-occupants are treated as landlords who rent their houses to themselves.

Changes in constant-dollar shares measure whether an industry is becoming a larger or smaller part of the total economy. From 1977 to 1990, the share of GDP accounted for by the services industry increased the most. Among the other industry groups, the shares of both wholesale and retail trade, of FIRE, and of transportation and public utilities also increased. The shares of mining, construction, manufacturing, and government fell; the government share fell the most.

Revisions in Current- and Constant-Dollar GPO

Current-dollar revisions

The pattern of the revisions in current-dollar GPO by industry largely reflected the pattern of the most recent NIPA revisions in GDP and in gross domestic income./3/ Most of the revisions in the major industry groups were small for 1977, but a number were substantial for 1989 (table 3). For 1989, the largest upward revisions were in manufacturing, $38.6 billion, and in FIRE, $29.8 billion. In manufacturing, the revisions were in both durable goods and nondurable goods; in FIRE, they were mainly in the combination of depository and nondepository institutions. The largest downward revision was in services, $21.7 billion; it was mainly in the combination of business services, miscellaneous professional services, and "other services."

Constant-dollar revisions

For 1977–89, the constant-dollar revisions did not greatly alter the picture of growth by industry that had been shown by the previously published estimates (table 4). Among the major industry groups, wholesale trade remained the fastest growing group. Mining, which was the only group to decrease in the previously published estimates, showed no change in the revised estimates; the revision largely resulted from a substantial upward revision in metal mining. The growth rate for manufacturing was revised down from 2.8 percent to 2.6 percent. (For a discussion of the computation of the growth rate for manufacturing, see the box on page 36.)

By detailed industry, the revisions reversed the direction of change for four industries: In textile mill products, a decrease of 0.4 percent was revised to a 2.3-percent increase; and in local and interurban passenger transit, in pipelines except natural gas, and in private households, small increases were revised to small decreases. The largest upward revisions—those of 2 percentage points or more—were in metal mining, in textile mill products, and in water transportation; the largest downward revisions were in tobacco manufactures and in security and commodity brokers.

To an unknown, but likely small, extent, the revisions in the GPO of nonmanufacturing industries also reflected the effect of the shift in the base period from 1982 to 1987. Although a direct estimate of the effect on nonmanufacturing is not available, it can be approximated by calculating what the effects would be on GDP and on manufacturing GPO. (The shift did not affect the manufacturing industries or GDP, because their revised growth rates are calculated using the benchmark-years-weighted measures.) For 1977–89, the shift in the base period would lower the growth rate of GDP by about 0.2 percentage point and of manufacturing GPO by about 1.1 percentage points. Because manufacturing GPO accounts for about one-fifth of GDP, it can be assumed that the impact of the shift on the revised estimates of GPO for nonmanufacturing industries was small.

Sources of the Revisions

Revisions in the changes in GPO arise from the incorporation of the revisions that were made in the most recent comprehensive and annual NIPA revisions and from the incorporation of statistical changes affecting the preparation of the GPO estimates.

NIPA revisions

The comprehensive—or benchmark—revision released in December 1991 involved definitional, statistical, and other changes that affected the GPO estimates for 1977–89. Several of these changes are described in the following paragraphs. The annual revision released in July 1992 also affected the GPO estimates for 1989./4/

The replacement of gross national product (GNP) with GDP as the featured measure of production resulted in the elimination from the GPO tables of the "rest-of-the-world" industry, which measured the net receipts of factor incomes from the rest of the world.

Alternative measures of output were introduced that are more appropriate than the fixed-weighted measure for the long-term analysis of GDP; the benchmark-years-weighted alternative was used in calculating the changes in real GDP and in manufacturing GPO for 1977–87.

The 1987 Standard Industrial Classification (SIC) was incorporated, beginning with the estimates for 1987. As explained in the box on page 43, this change resulted in discontinuities in several of the detailed industry series; it had little or no effect on GPO for the major industry groups.

Among the changes in NIPA methodology, the new method used to estimate the imputed rental value of farm dwellings reduced farm GPO. The improved estimates of rental expenses for nonfarm dwellings increased nonfarm housing services GPO. Improved adjustments for misreporting on tax returns significantly reduced the GPO of personal services, business services, and "other services." Other changes that affected the gross output estimates used in the double-deflation method of estimating GPO included the following: Revised estimates of petroleum and natural gas exploration, which are used for the oil and gas extraction industry; revised estimates of new nonresidential construction, which are used for the construction industry; and revised estimates of consumer expenditures, which are used for several financial and service industries.

The definitional and classificational changes that were made in the comprehensive revision had only small effects on the GPO estimates. The reclassification of nine government agencies increased the GPO of government enterprises for most years.

Statistical changes in the GPO estimates

This section focuses on the major statistical changes incorporated into the revised estimates of GPO. The next section of this article describes the complete methodology used to prepare the revised estimates.

For the current-dollar GPO estimates, a newly available Census Bureau employment matrix that converts the NIPA industry estimates of corporate profits and capital consumption allowances from a company-industry basis to an establishment-industry basis was introduced. The new matrix is based on data reported in the 1982 Economic Censuses and covers all private nonfarm industries except railroads and private households. The matrix used for the previously published estimates was for 1972 and covered only mining, construction, manufacturing, trade, and selected services industries; the estimates for the other industries were mainly based on company-industry data. Beginning with 1982, the estimates are based on the 1982 matrix; estimates for earlier years are based on averages from both the 1972 and 1982 matrices.

For the constant-dollar GPO estimates, the revisions largely stem from revisions in the current-dollar GPO estimates, from changes in the methods used to estimate constant-dollar GPO, from the shift in the base period from 1982 to 1987 for nonmanufacturing industries, from changes in the prices used to estimate gross outputs and intermediate inputs, and from changes in the methods for estimating the composition of inputs.

For two of the detailed industries, the method used to calculate the constant-dollar GPO estimates was changed. For motion pictures, the double-deflation method using a gross output series developed from the Census Bureau's service annual survey and the 1977, 1982, and 1987 Censuses of Service Industries, replaced the extrapolation method. For water transportation, an extrapolation method using persons engaged in production replaced the double-deflation method; an evaluation based on newly available data from the 1987 Census of Transportation showed that the quantity measures used to estimate the previously used gross output series were not representative of all activities of the industry.

Several changes were made in the estimation of gross output. Manufacturing gross output is now benchmarked to the 1977, 1982, and 1987 input-output tables; as a result, it includes the margin on resales and an adjustment for misreporting of receipts. Previously, it had included the total value of resales and excluded the adjustment. For all industries, force-account construction was allocated from the construction industry to the industry whose employees performed the construction. In addition, construction output was improved by the inclusion of receipts of construction establishments for nonconstruction activities. Gross output for security and commodity brokers was revised to incorporate improved estimates of the adjustments to remove interest and capital gains income. Mining gross output now incorporates shipments data from the 1987 Census of Mineral Industries and revised shipments data for 1988 and 1989 from the Bureau of Mines. Finally, estimates for 1988 and 1989 are based on the 1987 SIC instead of the 1972 SIC.

New and improved estimates of the composition of inputs were incorporated for most double-deflated industries. The revised estimates incorporate the input composition from the 1982 benchmark I-O table and an adjusted 1987 annual I-O table (which is an update of the 1982 table) that incorporates purchases data from the 1987 Economic Censuses and the 1987 Assets and Expenditures Surveys./5/ (Estimates for 1987 were prepared using both the 1972 SIC and the 1987 SIC.) Revised estimates for 1978–81 and for 1983–86 are primarily interpolations based on the 1977, 1982, and 1987 compositions. The composition for 1988–90 is generally assumed to be the same as 1987 using the 1987 SIC. Improvements also were made in the estimates of the share of inputs accounted for by imports by incorporating information from the 1982 and 1987 I-O tables. In the previous estimates, the composition for 1981–85 was based on the annual I-O tables that were updates of the 1977 benchmark table; estimates for 1978–80 were interpolations of the 1977 and 1981 composition; and estimates for 1986–89 were generally assumed to be the same as the composition of 1985.

Methodology for GPO Estimates

This section describes the methodology—that is, the source data and estimating procedures—used to prepare the revised GPO estimates. Changes in methodology from the previously published estimates were reviewed in the preceding section.

Current-dollar estimates

As noted in the box "Gross Product Originating: Definition and Relationship to Gross Domestic Product," on page 33, the current-dollar GPO estimates are prepared as the sum of distributions by industry of the components of gross domestic income. This section describes the methodology for distributing the current-dollar estimates of these components on an establishment-industry basis.

For most components of gross domestic income, the estimates are based on source data that provide industry distributions, either company-industry or establishment-industry. Only the estimates with distributions based on establishment-industry data can be used directly to calculate industry GPO. For those components that are estimated on the basis of Internal Revenue Service (IRS) tabulations of business tax returns, which have company-industry distributions, the industry distributions may need to be converted to an establishment-industry basis. This conversion is designed to recognize that large multiestablishment companies typically own establishments that are classified in different Standard Industrial Classification (SIC) industries, and industrial distributions of the same component for companies and establishments can be significantly different. (See the box on page 43 for information about the 1987 SIC.) For the components of gross domestic income for which the source data provide no industry distribution, BEA has developed establishment-industry distributions from related sources. Table 5 shows the major source data for each component of gross domestic income, the availability and type of industrial distribution in the source data, and the data or assumptions used, when necessary, to develop establishment-industry distributions./6/

For the noncorporate parts of components that are estimated on the basis of the IRS tabulations, BEA assumes that company-industry and establishment-industry distributions are equivalent, because noncorporate businesses typically operate only one establishment. For corporate profits and corporate capital consumption allowances, BEA converts the company-industry distributions to establishment-industry distributions using the methodology described in the next paragraph. For corporate net interest, there is no adequate conceptual basis for the conversion, so conversion is not attempted. For the corporate part of other labor income, BEA has developed establishment-industry distributions based primarily on data from the quinquennial economic censuses. For corporate business transfer payments, mainly charitable contributions, BEA assumes that company-industry and establishment-industry distributions are equivalent.

The methodology used to convert corporate profits before tax and capital consumption allowances is based primarily on special Census Bureau tabulations of the employment of establishments of corporations. These "matrices" present employment of these establishments cross-classified by (1) the company-industry classification assigned by IRS in preparing the tabulations of corporate tax returns and (2) the establishment-industry classification assigned by the Census Bureau in the economic censuses. For the estimates for 1982 forward, the conversion is based on a matrix of establishment employment from the 1982 Economic Censuses that covers all nonfarm industries except railroads and private households. For earlier years, the conversion is based both on the 1982 matrix and on a 1972 matrix that covered only mining, construction, manufacturing, trade, and selected services industries. For all years, information from Department of Energy tabulations of establishment-industry distributions of net income and depreciation of energy companies is used to convert IRS data for integrated petroleum companies. Adjustments to the results of the matrix are made, when necessary, to reflect publicly available information about large mergers, acquisitions, or changes in company diversification that have occurred since 1982.

Constant-dollar estimates: An overview

The constant-dollar GPO estimates are prepared in one of three ways: Double deflation, extrapolation, or direct deflation. The method chosen depends on the availability of source data.

Generally, double deflation is the conceptually preferred method because it measures GPO in the same way that GPO is defined. Moreover, assuming the availability of appropriate source data, double deflation is preferred because it allows for changes over time in the relationships between gross output and inputs. The extrapolation method will yield the correct results if the rates of change in constant-dollar gross output and inputs are the same. The direct-deflation method will yield the correct results if the deflators for both constant-dollar gross output and inputs are the same.

Double deflation is not the preferred method for the three industries—private households, Federal general government, and State and local general government—for which gross output and GPO are defined as employee compensation. For these industries, the most appropriate method is extrapolation by an indicator of labor input that reflects changes in productivity.

Double deflation was not used for 11 industries for which it is the preferred method, because adequate source data are not available to prepare estimates of current-dollar gross output or of constant-dollar gross output or of both. Extrapolation or direct deflation was used for water transportation; transportation services; banking ("depository institutions" in the 1987 SIC); credit agencies other than banks ("nondepository institutions" in the 1987 SIC); real estate other than nonfarm housing services; holding and investment offices; business services; social services and membership organizations; miscellaneous professional services ("other services" in the 1987 SIC); and government enterprises, Federal and State and local. The key source data used in the preparation of GPO for all industries for which double deflation is not used are shown in table 6. For general government and private households, the GPO estimates are those prepared for the national income and product accounts (NIPA's).

The constant-dollar GPO estimates, calculated as described above, are summed, and the result is compared with constant-dollar GDP estimated as the sum of expenditure components. It is BEA's judgment that the expenditures estimates are the more accurate. Thus, when the difference between the total of the GPO industry estimates and total GDP—termed the "residual"—is large, the GPO estimates may be adjusted to bring their total closer to GDP. For the estimates presented in this article, no adjustments were made.

Constant-dollar estimates: Double-deflation method

In the GPO estimates, double-deflation is used for most industries, as shown in table 6. Complete and consistent gross output and intermediate inputs series are available for only two industries, farms and nonfarm housing services; for these industries, constant-dollar GPO is measured as the difference between constant-dollar gross output and constant-dollar inputs. (These GPO estimates are those prepared for the NIPA's.) For all other double-deflated industries, only a gross output series consistent with the current-dollar GPO series is available. This section describes the constant-dollar methodology for these industries; the first part of this section discusses gross output estimates for these industries, and the last two parts discuss the estimates of current- and constant-dollar intermediate inputs.

Gross output.—Table 7 provides a summary description of the principal source data used to prepare the gross output estimates. For current-dollar gross output, the table shows the series used to extrapolate or interpolate the benchmark values. For constant-dollar gross output, it shows the price index used to deflate current-dollar gross output or the quantity indicator used to extrapolate the base-year value.

The estimates of gross output are based primarily on gross output as estimated for BEA's 1977 and 1982 benchmark input-output (I-O) tables and on information from the forthcoming 1987 benchmark I-O table. The industry distributions in these I-O tables do not follow the SIC exactly, because some activities are moved, or redefined, to other industries in order to create industries with homogeneous input structures; the changes facilitate analysis with I-O tables. Activities that are moved include both new construction and maintenance and repair construction, which are shifted to the construction industry; service commodities produced at trade establishments, which are shifted to services; and all trade output (margin) from selling goods, which is shifted to trade. For the GPO estimates, I-O output and input estimates were adjusted to follow the SIC./8/

Current-dollar intermediate inputs.—The composition of current-dollar intermediate inputs is derived in four steps:

  1. The input compositions for 1977, 1982, and 1987 are derived from the I-O tables;
  2. The input compositions for 1978–81 and for 1983–86 are estimated by interpolating the detailed compositions from 1977, 1982, and 1987;
  3. The imported and domestically produced shares of each detailed input for 1977–87 are estimated; and
  4. The input compositions for 1988–90 are estimated, primarily based on the 1987 composition.

In the first step, the input compositions for 1977 and 1982 are from benchmark I-O tables, after which they are converted to an SIC basis and aggregated to the GPO industry level of detail. The inputs in the I-O tables are estimated largely from economic census reports on purchased goods and services. Because the 1987 I-O table is an update of the 1982 table, the input composition for 1987 is estimated using an indirect method. (Estimates of inputs from the forthcoming benchmark 1987 I-O table were not available.) In BEA's annual I-O tables, initial estimates of inputs are prepared with the assumption that both constant-dollar gross output and inputs have changed at the same rates since the last benchmark table. These initial estimates are subsequently modified so that the sum of industry inputs and final uses equals the directly measured output of these industries. For the revised GPO estimates, these modified estimates for 1987 were converted to an SIC basis and adjusted to take into account some of the data on purchased goods and services collected in the 1987 Economic Censuses and in the 1987 Assets and Expenditures Surveys. The SIC-converted I-O input estimates for 1977, 1982, and 1987 were scaled to sum to the total intermediate inputs derived as gross output less GPO. In general, the composition was estimated for the approximately 5,000 detailed commodity items used to prepare the I-O tables. This detail is substantially greater than the roughly 550 commodities published for the benchmark tables. The greater detail allows for the use of more detailed prices in calculating constant-dollar inputs.

In the second step, input compositions for 1978–81 and for 1983–86 are derived by interpolating, at the detailed input level, between the 1977 and 1982 estimates and between the 1982 and 1987 estimates. For manufacturing for all years, the cost of purchased materials, of fuels, and of electricity from the annual survey of manufactures were used as interpolator series. For most nonmanufacturing industries for 1978–81, the cost of purchased fuels and of electricity from the National Energy Accounts were used as interpolator series. (These accounts were prepared by the Commerce Department's Office of Business Analysis.) The results of the interpolations for each year were scaled to sum to the total intermediate inputs derived as gross output less GPO.

In the third step, the shares of intermediate inputs accounted for by imports for 1977, 1982, and 1987 are estimated from the detailed commodity items from the corresponding I-O tables, based on the assumption that the proportion of imports used as intermediate inputs to total inputs is the same for all industries using that input. For 1978–81, import shares at the same level of detail are derived by interpolating the 1977 and 1982 shares. For 1983–86, the import shares are derived by using Census Bureau import data together with interpolations of the 1982 and 1987 proportions of imports used as intermediate inputs.

In the fourth step, the 1987 composition of inputs was used as the composition for most industries for 1988–90. However, for three industries—construction, fabricated metal products, and industrial machinery and equipment—the input compositions were adjusted for consistency with the constant-dollar inputs, the estimates of which were derived as described in the next paragraph.

Constant-dollar intermediate inputs.—The constant-dollar estimates of intermediate inputs are prepared by deflating each of the detailed current-dollar inputs, with imports and domestic production being deflated separately. For three industries—construction, fabricated metal products, and industrial machinery and equipment—constant-dollar inputs for 1988–90 were estimated by assuming no change in the constant-dollar relationship in 1987 between inputs and gross output. These exceptions were made because the input compositions for these industries appeared to have changed after 1987 to the extent that use of the 1987 composition would result in significant errors in the estimates of constant-dollar inputs. (In future years, estimates of the composition of inputs for these industries will be incorporated, and these assumptions will be revised.)

Prices for domestically produced intermediate inputs were largely based on the prices used to prepare the constant-dollar estimates of gross output, as shown in table 7. For service prices, additional detail is shown in table 8.

The import prices were developed from a variety of sources. Import prices for energy commodities are based on estimates from the National Energy Accounts and on Department of Energy prices. Import prices for nonenergy mineral industry commodities are based on price data from the Bureau of Mines. Import prices for most other goods are from the Bureau of Labor Statistics (BLS) import price series and are the same as those used for the NIPA estimates of imports. For years before 1981, however, many of the detailed BLS import prices are not available. For those years, estimates primarily reflect rates of change of more aggregate BLS import prices; where aggregate indexes were not available, they reflect rates of change in corresponding domestic prices, based on the producer price indexes.

Tables 7 through 12 follow.

[Table 10]

1. See "Gross Product by Industry, 1977–88: A Progress Report on Improving the Estimates," SURVEY OF CURRENT BUSINESS 71 (January 1991): 23–37 and "Gross National Product by Industry, 1987–89," SURVEY 71 (April 1991): 25–27.

2. The industry in manufacturing was the industrial machinery and equipment industry; the 1977–90 change for that industry was computed using the 1977 value for the 1972 Standard Industrial Classification (SIC) "machinery, except electrical" industry, which is roughly comparable in definition to the 1987 SIC industrial machinery and equipment industry.

3. The 1991 comprehensive revision raised current-dollar GDP for 1977–88, and both the comprehensive revision and the 1992 annual revision raised current-dollar GDP for 1989. As shown in table 3, the revision in the level of GDP ranged from $9.0 billion for 1977 to $87.6 billion for 1989. Gross domestic income, which is GDP less the statistical discrepancy, had a somewhat different revision pattern. For 1977, gross domestic income was revised down $1.9 billion, and for 1989, it was revised up $69.5 billion.

4. See "The Comprehensive Revision of the U.S. National Income and Product Accounts: A Review of Revisions and Major Statistical Changes," SURVEY 71 (December 1991): 24–42 and "Annual Revision of the U.S. National Income and Product Accounts," SURVEY 72 (July 1992): 6–45.

5. The 1982 table was presented in "Benchmark Input-Output Accounts for the U.S. Economy, 1982," SURVEY 71 (July 1991): 30–71; the 1987 table in "Annual Input-Output Accounts of the U.S. Economy, 1987," SURVEY 72 (April 1992): 55–71.

6. For additional information about the methodology used for income components, see "Annual Revision of the U.S. National Income and Product Accounts," SURVEY 72 (July 1992): 33–36.

7. In international literature, this is the method usually referred to as "double deflation." That literature is often couched in terms of input-output or production accounts by industry, where gross output and intermediate inputs are displayed. See, for example, United Nations, Manual on National Accounts at Constant Prices, Statistical Papers, Series M, No. 64 (New York: United Nations, 1979): 8–11.

8. For additional information on I-O classifications, see U.S. Department of Commerce, Bureau of Economic Analysis, The 1982 Benchmark Input-Output Accounts of the United States (Washington, DC: U.S. Government Printing Office, December 1991): M-2.